Estimation of Flood Inundation and Depth During Hurricane Florence Using Sentinel-1 and UAVSAR Data

被引:2
作者
Kundu, Sananda [1 ,2 ]
Lakshmi, Venkataraman [3 ]
Torres, Raymond [1 ]
机构
[1] Univ South Carolina, Sch Earth Ocean & Environm, Columbia, SC 29208 USA
[2] Manipur Univ, Dept Geog, Imphal 795003, Manipur, India
[3] Univ Virginia, Dept Engn Syst & Environm, Charlottesville, VA 22904 USA
基金
美国国家航空航天局;
关键词
Flood depth; flood extent; Florence; hurricane flood; light detection and ranging (LiDAR); Sentinel-1; unmanned aerial vehicle synthetic aperture radar (UAVSAR); WATER-LEVEL CHANGES; SAR; AMAZON; CONGO; RIVER;
D O I
10.1109/LGRS.2022.3165444
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We studied the temporal and spatial changes in flood water elevation and variation in the surface extent due to flooding resulting from Hurricane Florence (September 2018) using the L-band observation from an unmanned aerial vehicle synthetic aperture radar (UAVSAR) and C-band synthetic aperture radar (SAR) sensors on Sentinel-1. The novelty of this study lies in the estimation of the changes in the flood depth during the hurricane and investigating the best method. Overall, flood depths from SAR were observed to be well-correlated with the spatially distributed ground-based observations (R-2 = 0.79-0.96). The corresponding change in water level (partial derivative h/partial derivative t) also compared well between the remote sensing approach and the ground observations (R-2 = 0.90). This study highlights the potential use of SAR remote sensing for inundated landscapes (and locations with scarce ground observations), and it emphasizes the need for more frequent SAR observations during flood inundation to provide spatially distributed and high temporal repeat observations of inundation to characterize flood dynamics.
引用
收藏
页数:5
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